Fully constrained least-squares based linear unmixing [hyperspectral image classification]

IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293) ◽

10.1109/igarss.1999.774644 ◽

2003 ◽

Author(s):

D. Heinz ◽

C.-I. Chang ◽

M.L.G. Althouse

Keyword(s):

Least Squares ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Constrained Least Squares ◽

Linear Unmixing ◽

Fully Constrained Least Squares

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Hyperspectral image classification via kernel fully constrained least squares

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8127429 ◽

2017 ◽

Author(s):

Jianjun Liu ◽

Zebin Wu ◽

Zhiyong Xiao ◽

Jinlong Yang

Keyword(s):

Least Squares ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Constrained Least Squares ◽

Fully Constrained Least Squares

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Hyperspectral image classification using Random Kitchen Sink and Regularized Least Squares

2015 International Conference on Communications and Signal Processing (ICCSP) ◽

10.1109/iccsp.2015.7322801 ◽

2015 ◽

Author(s):

Nikhila Haridas ◽

Sowmya V ◽

Soman K.P

Keyword(s):

Least Squares ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Regularized Least Squares

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Least Squares Twin Support Vector Machines Based on Sample Reduction for Hyperspectral Image Classification

Proceedings of the 2015 International Conference on Advances in Mechanical Engineering and Industrial Informatics ◽

10.2991/ameii-15.2015.223 ◽

2015 ◽

Author(s):

Li-guo Wang ◽

Ting-ting Lu ◽

Yue-shuang Yang

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Image Classification ◽

Hyperspectral Image ◽

Support Vector ◽

Hyperspectral Image Classification ◽

Twin Support Vector Machines ◽

Vector Machines

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Hyperspectral image classification using fuzzy-embedded hyperbolic sigmoid nonlinear principal component and weighted least squares approach

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.14.024501 ◽

2020 ◽

Vol 14 (02) ◽

pp. 1 ◽

Author(s):

Boggavarapu L. N. Phaneendra Kumar ◽

Manoharan Prabukumar

Keyword(s):

Least Squares ◽

Image Classification ◽

Hyperspectral Image ◽

Weighted Least Squares ◽

Principal Component ◽

Hyperspectral Image Classification ◽

Least Squares Approach

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Semisupervised Hyperspectral Image Classification via Laplacian Least Squares Support Vector Machine in Sum Space and Random Sampling

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2018.2873051 ◽

2018 ◽

Vol 11 (11) ◽

pp. 4086-4100 ◽

Author(s):

Lu Liu ◽

Wei Huang ◽

Bo Liu ◽

Li Shen ◽

Cheng Wang

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Image Classification ◽

Random Sampling ◽

Hyperspectral Image ◽

Support Vector ◽

Hyperspectral Image Classification

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Discriminative Marginalized Least Squares Regression for Hyperspectral Image Classification

2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2019.8921199 ◽

2019 ◽

Author(s):

Yuxiang Zhang ◽

Wei Li ◽

Qian Du ◽

Xu Sun

Keyword(s):

Least Squares ◽

Image Classification ◽

Hyperspectral Image ◽

Least Squares Regression ◽

Hyperspectral Image Classification

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Hyperspectral Image Classification With Kernel-Based Least-Squares Support Vector Machines in Sum Space

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2017.2768541 ◽

2018 ◽

Vol 11 (4) ◽

pp. 1144-1157 ◽

Author(s):

Lu Liu ◽

Wei Huang ◽

Cheng Wang

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Image Classification ◽

Hyperspectral Image ◽

Support Vector ◽

Hyperspectral Image Classification ◽

Vector Machines

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Discriminative Marginalized Least-Squares Regression for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2949082 ◽

2020 ◽

Vol 58 (5) ◽

pp. 3148-3161

Author(s):

Yuxiang Zhang ◽

Wei Li ◽

Heng-Chao Li ◽

Ran Tao ◽

Qian Du

Keyword(s):

Least Squares ◽

Image Classification ◽

Hyperspectral Image ◽

Least Squares Regression ◽

Hyperspectral Image Classification

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Hyperspectral image classification based on active learning

Journal of Computer Applications ◽

10.3724/sp.j.1087.2013.03441 ◽

2013 ◽

Vol 33 (12) ◽

pp. 3441-3443

Author(s):

Zedong HAO ◽

Songsong YU ◽

Jihong GUAN

Keyword(s):

Active Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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A real-time FPGA accelerated stream processing for hyperspectral image classification

Geocarto International ◽

10.1080/10106049.2020.1713231 ◽

2020 ◽

pp. 1-18

Author(s):

Dubacharla Gyaneshwar ◽

Rama Rao Nidamanuri

Keyword(s):

Image Classification ◽

Real Time ◽

Hyperspectral Image ◽

Stream Processing ◽

Hyperspectral Image Classification

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